ks: Kernel Smoothing
Kernel smoothers for univariate and multivariate data, with comprehensive visualisation and bandwidth selection capabilities, including for densities, density derivatives, cumulative distributions, clustering, classification, density ridges, significant modal regions, and two-sample hypothesis tests. Chacon & Duong (2018) <doi:10.1201/9780429485572>.
| Version: | 1.15.2 |
| Depends: | R (≥ 2.10.0) |
| Imports: | FNN (≥ 1.1), kernlab, KernSmooth (≥ 2.22), Matrix, mclust, mgcv, multicool, mvtnorm (≥ 1.0-0), pracma |
| Suggests: | geometry, knitr, MASS, misc3d (≥ 0.4-0), oz, plot3D, rgl (≥ 0.66), rmarkdown |
| Published: | 2026-05-09 |
| DOI: | 10.32614/CRAN.package.ks |
| Author: | Tarn Duong  [aut,
cre],
Matt Wand [ctb],
Jose Chacon [ctb],
Artur Gramacki
[ctb] |
| Maintainer: | Tarn Duong <tarn.duong at gmail.com> |
| License: | GPL-2 | GPL-3 |
| URL: | https://mvstat.net/ks/, https://mvstat.net/mvksa/, https://github.com/cran/ks/ |
| NeedsCompilation: | yes |
| Materials: | README, ChangeLog |
| CRAN checks: | ks results |
Documentation:
| Reference manual: | ks.html , ks.pdf |
| Vignettes: |
ks: Kernel density estimation for bivariate data (source, R code) |
Downloads:
| Package source: | ks_1.15.2.tar.gz |
| Windows binaries: | r-devel: ks_1.15.2.zip, r-release: ks_1.15.2.zip, r-oldrel: ks_1.15.2.zip |
| macOS binaries: | r-release (arm64): ks_1.15.2.tgz, r-oldrel (arm64): ks_1.15.2.tgz, r-release (x86_64): ks_1.15.2.tgz, r-oldrel (x86_64): ks_1.15.2.tgz |
| Old sources: | ks archive |
Reverse dependencies:
| Reverse depends: | fbst, Kernelheaping, rKIN, TPD |
| Reverse imports: | agfh, bayesammi, BayesDecon, BEKKs, birdring, blocs, bspcov, cdcsis, changepoints, curvHDR, diggit, DOtools, ecospat, eks, enmSdmX, fdaSP, feature, FitDynMix, fitPS, flowStats, funspace, GMC, goffda, GPareto, habtools, hdrcde, highriskzone, HybridMicrobiomes, hypervolume, lg, logcondens, metaGE, motmot, movieROC, multimode, Nebulosa, NMADTA, npphen, NTSS, oddstream, OVL.CI, powerPLS, qch, Racmacs, rainbow, raptr, reconsi, refreg, REndo, RRgeo, rugarch, semiArtificial, shinyWGD, simIReff, simlandr, simukde, smoothROCtime, sNPLS, SPARTAAS, starvars, stppSim, stray, Surrogate, ThresholdROC, tseriesEntropy, tstests, USE, VIRF, weird, winputall, YEAB |
| Reverse suggests: | broom, causalBatch, clustNet, condvis2, fdapace, ggsc, httk, InteractiveComplexHeatmap, kedd, kernelboot, mable, np, npRmpi, nullranges, polykde, scorematchingad, sensitivity, spatialEco, SVP, trajectories, transport |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=ks to link to this page.